Sfoglia per Autore
UnityFlexML: Training Reinforcement Learning Agents in a Simulated Surgical Environment
2020-01-01 Tagliabue, Eleonora; Pore, AMEYA RAVINDRA; Dall'Alba, Diego; Piccinelli, Marco; Fiorini, Paolo
Soft Tissue Simulation Environment to Learn Manipulation Tasks in Autonomous Robotic Surgery
2020-01-01 Tagliabue, Eleonora; Pore, AMEYA RAVINDRA; Dall'Alba, Diego; Magnabosco, Enrico; Piccinelli, Marco; Fiorini, Paolo
Learning from Demonstrations for Autonomous Soft-tissue Retraction
2021-01-01 Pore, AMEYA RAVINDRA; Tagliabue, Eleonora; Piccinelli, Marco; Dall'Alba, Diego; Casals, Alicia; Fiorini, Paolo
Towards Hierarchical Task Decomposition using Deep Reinforcement Learning for Pick and Place Subtasks
2021-01-01 Marzari, L; Pore, A; Dall'Alba, D; Aragon-Camarasa, G; Farinelli, A; Fiorini, P
Safe Reinforcement Learning using Formal Verification for Tissue Retraction in Autonomous Robotic-Assisted Surgery
2021-01-01 Pore, Ameya; Corsi, Davide; Marchesini, Enrico; Dall'Alba, Diego; Casals, Alicia; Farinelli, Alessandro; Fiorini, Paolo
Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study
2022-01-01 Pore, Ameya; Finocchiaro, Martina; Dall'Alba, Diego; Hernansanz, Albert; Ciuti, Gastone; Arezzo, Alberto; Menciassi, Arianna; Casals, Alicia; Fiorini, Paolo
Surgical Subtask Automation for Intraluminal Procedures using Deep Reinforcement Learning
2023-01-01 Pore, AMEYA RAVINDRA
Constrained Reinforcement Learning and Formal Verification for Safe Colonoscopy Navigation
2023-01-01 Corsi, Davide; Marzari, Luca; Pore, Ameya; Farinelli, Alessandro; Casals, Alicia; Fiorini, Paolo; Dall'Alba, Diego
Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review
2023-01-01 Pore, Ameya; Li, Zhen; Dall'Alba, Diego; Hernansanz, Albert; De Momi, Elena; Menciassi, Arianna; Casals Gelpí, Alicia; Dankelman, Jenny; Fiorini, Paolo; Poorten, Emmanuel Vander
DEAR: Disentangled Environment and Agent Representations for Reinforcement Learning without Reconstruction
2024-01-01 Pore, Ameya; Muradore, Riccardo; Dall'Alba, Diego
A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going
2024-01-01 Wu, Di; Zhang, Renchi; Pore, Ameya; Dall'Alba, Diego; Ha, Xuan Thao; Li, Zhen; Zhang, Yao; Herrera, Fernando; Ourak, Mouloud; Kowalczyk, Wojtek; De Momi, Elena; Casals, Alícia; Dankelman, Jenny; Kober, Jens; Menciassi, Arianna; Fiorini, Paolo; Vander Poorten, Emmanuel
Framework for soft tissue manipulation and control using Deep Reinforcement Learning
In corso di stampa Pore, AMEYA RAVINDRA; Tagliabue, Eleonora; Dall'Alba, Diego; Fiorini, Paolo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| UnityFlexML: Training Reinforcement Learning Agents in a Simulated Surgical Environment | 1-gen-2020 | Tagliabue, Eleonora; Pore, AMEYA RAVINDRA; Dall'Alba, Diego; Piccinelli, Marco; Fiorini, Paolo | |
| Soft Tissue Simulation Environment to Learn Manipulation Tasks in Autonomous Robotic Surgery | 1-gen-2020 | Tagliabue, Eleonora; Pore, AMEYA RAVINDRA; Dall'Alba, Diego; Magnabosco, Enrico; Piccinelli, Marco; Fiorini, Paolo | |
| Learning from Demonstrations for Autonomous Soft-tissue Retraction | 1-gen-2021 | Pore, AMEYA RAVINDRA; Tagliabue, Eleonora; Piccinelli, Marco; Dall'Alba, Diego; Casals, Alicia; Fiorini, Paolo | |
| Towards Hierarchical Task Decomposition using Deep Reinforcement Learning for Pick and Place Subtasks | 1-gen-2021 | Marzari, L; Pore, A; Dall'Alba, D; Aragon-Camarasa, G; Farinelli, A; Fiorini, P | |
| Safe Reinforcement Learning using Formal Verification for Tissue Retraction in Autonomous Robotic-Assisted Surgery | 1-gen-2021 | Pore, Ameya; Corsi, Davide; Marchesini, Enrico; Dall'Alba, Diego; Casals, Alicia; Farinelli, Alessandro; Fiorini, Paolo | |
| Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study | 1-gen-2022 | Pore, Ameya; Finocchiaro, Martina; Dall'Alba, Diego; Hernansanz, Albert; Ciuti, Gastone; Arezzo, Alberto; Menciassi, Arianna; Casals, Alicia; Fiorini, Paolo | |
| Surgical Subtask Automation for Intraluminal Procedures using Deep Reinforcement Learning | 1-gen-2023 | Pore, AMEYA RAVINDRA | |
| Constrained Reinforcement Learning and Formal Verification for Safe Colonoscopy Navigation | 1-gen-2023 | Corsi, Davide; Marzari, Luca; Pore, Ameya; Farinelli, Alessandro; Casals, Alicia; Fiorini, Paolo; Dall'Alba, Diego | |
| Autonomous Navigation for Robot-Assisted Intraluminal and Endovascular Procedures: A Systematic Review | 1-gen-2023 | Pore, Ameya; Li, Zhen; Dall'Alba, Diego; Hernansanz, Albert; De Momi, Elena; Menciassi, Arianna; Casals Gelpí, Alicia; Dankelman, Jenny; Fiorini, Paolo; Poorten, Emmanuel Vander | |
| DEAR: Disentangled Environment and Agent Representations for Reinforcement Learning without Reconstruction | 1-gen-2024 | Pore, Ameya; Muradore, Riccardo; Dall'Alba, Diego | |
| A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going | 1-gen-2024 | Wu, Di; Zhang, Renchi; Pore, Ameya; Dall'Alba, Diego; Ha, Xuan Thao; Li, Zhen; Zhang, Yao; Herrera, Fernando; Ourak, Mouloud; Kowalczyk, Wojtek; De Momi, Elena; Casals, Alícia; Dankelman, Jenny; Kober, Jens; Menciassi, Arianna; Fiorini, Paolo; Vander Poorten, Emmanuel | |
| Framework for soft tissue manipulation and control using Deep Reinforcement Learning | In corso di stampa | Pore, AMEYA RAVINDRA; Tagliabue, Eleonora; Dall'Alba, Diego; Fiorini, Paolo |
Legenda icone
- file ad accesso aperto
- file disponibili sulla rete interna
- file disponibili agli utenti autorizzati
- file disponibili solo agli amministratori
- file sotto embargo
- nessun file disponibile